Teachers at Multiverse say AI systems used to analyse and score their online lessons have caused “horrendous stress” and left them feeling constantly watched. The system reportedly flags suspected problems to human managers, putting workplace surveillance and automated performance ratings squarely into the teaching room.
Watch Desk analysis
What happened
The Guardian reports that instructors at Multiverse, a UK technology training company, say transcripts of online classes are analysed and scored by AI. The system is programmed to alert managers when it suspects teachers have done something wrong. The teachers deliver apprenticeship training in computer and AI skills to thousands of workers across the public and private sectors.
The teachers’ account, including the description “remorseless” and “unnerving”, is reported by the Guardian. The supplied report does not describe the scoring criteria, how managers use the alerts, or what response Multiverse has given.
Why it matters
This is a concrete example of AI changing the terms of work, not simply helping someone draft a lesson plan. When a model scores teaching and flags perceived errors, questions about accuracy, transparency and human oversight become practical workplace concerns.
The missing details matter: without knowing what the system measures or how a flag affects staff, readers cannot judge its fairness or consequences. But the teachers’ reported experience makes clear why those details should not be treated as technical footnotes.
Our read
Monitoring systems are often sold as neutral eyes in the room. They are not neutral to the person being watched, particularly when a score can attract a manager’s attention and the rules are unclear. Employers using AI to assess staff should be able to explain what is measured, how errors are challenged and what decisions the system can influence. That is a reasonable minimum, not a demand for the machine to submit a handwritten apology.
What to watch
- Whether Multiverse responds to the teachers’ account and explains the system’s criteria.
- Whether staff can see, correct or appeal scores and alerts.
- How managers use the flags, and whether the company changes its monitoring practices.
Discussion spark: Should employers be allowed to use AI to score staff performance when workers cannot see or challenge the criteria?
Sources and evidence
- Teachers at Euan Blair firm report ‘horrendous stress’ after AI used to rate their work (28 September 2026, 11:57 UTC)
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